Mapping paddy rice with multi-date moderate-resolution imaging spectroradiometer (MODIS) data in China

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摘要 Theobjectiveofthisstudywastoobtainspatialdistributionmapsofpaddyricefieldsusingmulti-datemoderate-resolutionimagingspectroradiometer(MODIS)datainChina.Paddyricefieldswereextractedbyidentifyingtheuniquechar-acteristicofhighsoilmoistureinthefloodingandtransplantingperiodwithimprovedalgorithmsbasedonricegrowthcalendarregionalization.Thecharacteristiccouldbereflectedbytheenhancedvegetationindex(EVI)andthelandsurfacewaterindex(LSWI)derivedfromMODISsensordata.Algorithmsforsingle,early,andlatericeidentificationwereobtainedfromselectedtypicaltestsites.Thealgorithmscouldnotonlyseparateearlyriceandlatericeplantedinthesamefields,butalsoreducetheuncertainties.ThearealaccuracyoftheMODIS-derivedresultswasvalidatedbycomparisonwithagriculturalstatistics,andthespatialmatchingwasexaminedbyETM+(enhancedthematicmapperplus)imagesinatestregion.Majorfactorsthatmightcauseerrors,suchasthecoarsespatialresolutionandnoisesintheMODISdata,werediscussed.Althoughnotsuitableformonitoringtheinter-annualvariationsduetosomeinevitablefactors,theMODIS-derivedresultswereusefulforobtainingspatialdistributionmapsofpaddyriceonalargescale,andtheymightprovidereferenceforfurtherstudies.
机构地区 不详
出版日期 2009年10月20日(中国期刊网平台首次上网日期,不代表论文的发表时间)
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